1 | #ifndef _theplu_statistics_distance_ |
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2 | #define _theplu_statistics_distance_ |
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3 | |
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4 | // $Id: Distance.h 675 2006-10-10 12:08:45Z jari $ |
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5 | |
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6 | /* |
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7 | Copyright (C) The authors contributing to this file. |
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8 | |
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9 | This file is part of the yat library, http://lev.thep.lu.se/trac/yat |
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10 | |
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11 | The yat library is free software; you can redistribute it and/or |
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12 | modify it under the terms of the GNU General Public License as |
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13 | published by the Free Software Foundation; either version 2 of the |
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14 | License, or (at your option) any later version. |
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15 | |
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16 | The yat library is distributed in the hope that it will be useful, |
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17 | but WITHOUT ANY WARRANTY; without even the implied warranty of |
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18 | MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU |
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19 | General Public License for more details. |
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20 | |
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21 | You should have received a copy of the GNU General Public License |
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22 | along with this program; if not, write to the Free Software |
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23 | Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA |
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24 | 02111-1307, USA. |
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25 | */ |
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26 | |
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27 | namespace theplu{ |
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28 | |
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29 | namespace utility { |
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30 | class vector; |
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31 | } |
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32 | namespace classifier { |
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33 | class DataLookup1D; |
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34 | } |
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35 | |
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36 | |
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37 | namespace statistics{ |
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38 | /// |
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39 | /// Interface class for calculating distances between arrays. |
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40 | /// |
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41 | class Distance |
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42 | { |
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43 | public: |
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44 | |
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45 | Distance() |
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46 | { |
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47 | } |
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48 | |
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49 | virtual ~Distance() |
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50 | { |
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51 | } |
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52 | |
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53 | /// |
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54 | /// @return distance |
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55 | /// |
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56 | virtual double operator()(const utility::vector& x, |
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57 | const utility::vector& y) const = 0; |
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58 | |
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59 | |
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60 | /// |
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61 | /// This function is virtual, and implemented in this base class |
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62 | /// copying the lookups to utilty::vectors followed by calling |
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63 | /// appropriate function. If speed is crucial you can implement |
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64 | /// this function in inherited class avoiding the copying. |
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65 | /// |
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66 | /// @return distance |
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67 | /// |
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68 | virtual double operator()(const classifier::DataLookup1D& x, |
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69 | const classifier::DataLookup1D& y) const; |
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70 | |
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71 | |
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72 | /// |
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73 | /// @return weighted distance |
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74 | /// |
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75 | virtual double operator()(const utility::vector& x, |
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76 | const utility::vector& y, |
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77 | const utility::vector& wx, |
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78 | const utility::vector& wy) const = 0; |
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79 | |
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80 | /// |
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81 | /// This function is virtual, and implemented in this base class |
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82 | /// copying the lookups to utilty::vectors followed by calling |
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83 | /// appropiate function. If speed is crucial you can implement |
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84 | /// this function in inherited class avoiding the copying. |
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85 | /// |
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86 | /// @return weighted distance |
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87 | /// |
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88 | virtual double operator()(const classifier::DataLookup1D& x, |
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89 | const classifier::DataLookup1D& y, |
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90 | const classifier::DataLookup1D& wx, |
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91 | const classifier::DataLookup1D& wy) const; |
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92 | |
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93 | private: |
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94 | }; |
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95 | |
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96 | }} // of namespace statistics and namespace theplu |
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97 | |
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98 | #endif |
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